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M3 Memory

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Tools for autonomous AI agents

Official website ↗

About this integration

Local-first memory — 100+ tools, 99.2% LongMemEval-S retrieval@10, hybrid search, GDPR, no cloud.

Transport
stdio
Authentication
none
Initial setup
none
Runtime
unattended
Evidence
documented
Version
2026.9.14.4
Package
m3-memory
Last compatibility test
Not independently tested

Connect your agent

m3-memory

Existing Python package and repository identity were reconciled against the frozen listing. Publisher documentation reviewed only; no package, local model, database or endpoint was executed. The server persists potentially sensitive agent memory and offers deletion, synchronization and optional model/database integrations, so storage boundaries and tool permissions require operator review.

Repository ↗Authentication & capability evidence ↗

Capabilities: Store and retrieve agent memory, Run hybrid keyword and vector search, Track bitemporal history and supersession, Coordinate shared agent tasks, Run optional background enrichment

Connected profiles

Search and researchindustries

Additional details

Registry identifier

io.github.skynetcmd/m3-memory

Source ↗ · Checked 2026-09-17
Published version

2026.9.14.4

Source ↗ · Checked 2026-09-17
Metadata license

CC0-1.0; package licenses are separate

Source ↗ · Checked 2026-09-17
Package ecosystem

pypi

Source ↗ · Checked 2026-09-17
Source artifact

m3-memory

Source ↗ · Checked 2026-09-19
Source manifest version

2026.9.19.0

Source ↗ · Checked 2026-09-19
Unattended configuration

The publisher explicitly documents an autonomous Cognitive Loop that runs in the background for deferred enrichment and a local MCP server process; this was not independently executed.

Source ↗ · Checked 2026-09-19
Authentication and prerequisites

The publisher states that the base local deployment needs no account or API key and makes no outbound calls; optional cloud endpoints and PostgreSQL deployment are separate configurations.

Source ↗ · Checked 2026-09-19
Connection configuration

The manual MCP configuration launches the installed m3 console script as the memory server; the same local store remains accessible through the CLI if a stdio session drops.

Source ↗ · Checked 2026-09-19
Review scope

Publisher documentation reviewed; package and integration endpoint not executed or independently security-audited.

Source ↗ · Checked 2026-09-19